bbchicago-violet-kto-ep1

developer_uid: BBChicago

submission_id: bbchicago-violet-kto-ep1_v1

model_name: violet-kto-ep1

model_group: BBChicago/violet-kto-ep1

status: torndown

timestamp: 2025-04-27T02:19:57+00:00

num_battles: 7175

num_wins: 3383

celo_rating: 1266.69

family_friendly_score: 0.5482

family_friendly_standard_error: 0.007038135548566822

submission_type: basic

model_repo: BBChicago/violet-kto-ep1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6078569346106334, 'latency_mean': 1.6450640487670898, 'latency_p50': 1.6383347511291504, 'latency_p90': 1.8117401838302611}, {'batch_size': 3, 'throughput': 1.0878958072836966, 'latency_mean': 2.7559964382648467, 'latency_p50': 2.757847785949707, 'latency_p90': 3.0357088565826413}, {'batch_size': 5, 'throughput': 1.3067574275709948, 'latency_mean': 3.8134349608421325, 'latency_p50': 3.8404113054275513, 'latency_p90': 4.2517791271209715}, {'batch_size': 6, 'throughput': 1.3803137658546107, 'latency_mean': 4.319277412891388, 'latency_p50': 4.319394469261169, 'latency_p90': 4.909687495231628}, {'batch_size': 8, 'throughput': 1.4535448767084143, 'latency_mean': 5.481123321056366, 'latency_p50': 5.4741034507751465, 'latency_p90': 6.207555294036865}, {'batch_size': 10, 'throughput': 1.4752181714684862, 'latency_mean': 6.742425911426544, 'latency_p50': 6.81603217124939, 'latency_p90': 7.586207771301269}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: violet-kto-ep1

is_internal_developer: False

language_model: BBChicago/violet-kto-ep1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.29

us_pacific_date: 2025-04-26

win_ratio: 0.47149825783972127

generation_params: {'temperature': 0.85, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<s>', '[INST]', '[/INST]', '</s>', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "<s>[INST]{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n[/INST]</s>', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': '<s>[INST]{user_name}: {message}[/INST]\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name bbchicago-violet-kto-ep1-v1-mkmlizer
Waiting for job on bbchicago-violet-kto-ep1-v1-mkmlizer to finish
bbchicago-violet-kto-ep1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-violet-kto-ep1-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║                                                                     ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║                                                                     ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║                                                                     ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ║                                                                     ║
bbchicago-violet-kto-ep1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-violet-kto-ep1-v1-mkmlizer: Downloaded to shared memory in 43.970s
bbchicago-violet-kto-ep1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpm6b5z0m0, device:0
bbchicago-violet-kto-ep1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-violet-kto-ep1-v1-mkmlizer: quantized model in 36.273s
bbchicago-violet-kto-ep1-v1-mkmlizer: Processed model BBChicago/violet-kto-ep1 in 80.243s
bbchicago-violet-kto-ep1-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-violet-kto-ep1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-violet-kto-ep1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1
bbchicago-violet-kto-ep1-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1/config.json
bbchicago-violet-kto-ep1-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1/special_tokens_map.json
bbchicago-violet-kto-ep1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1/tokenizer_config.json
bbchicago-violet-kto-ep1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1/tokenizer.json
bbchicago-violet-kto-ep1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-violet-kto-ep1-v1/flywheel_model.0.safetensors
bbchicago-violet-kto-ep1-v1-mkmlizer: 
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Job bbchicago-violet-kto-ep1-v1-mkmlizer completed after 104.72s with status: succeeded
Stopping job with name bbchicago-violet-kto-ep1-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service bbchicago-violet-kto-ep1-v1
Waiting for inference service bbchicago-violet-kto-ep1-v1 to be ready
Failed to get response for submission blend_nohal_2025-04-14: ('http://zonemercy-lexical-vira-73487-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41918->127.0.0.1:8080: read: connection reset by peer\n')
Inference service bbchicago-violet-kto-ep1-v1 ready after 130.43642330169678s
Pipeline stage MKMLDeployer completed in 130.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.694295883178711s
Received healthy response to inference request in 1.7538857460021973s
Received healthy response to inference request in 1.5731165409088135s
Received healthy response to inference request in 1.6358356475830078s
Received healthy response to inference request in 1.8055264949798584s
5 requests
0 failed requests
5th percentile: 1.5856603622436523
10th percentile: 1.5982041835784913
20th percentile: 1.623291826248169
30th percentile: 1.6594456672668456
40th percentile: 1.7066657066345214
50th percentile: 1.7538857460021973
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70th percentile: 1.795198345184326
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90th percentile: 2.33878812789917
95th percentile: 2.5165420055389403
99th percentile: 2.658745107650757
mean time: 1.8925320625305175
Pipeline stage StressChecker completed in 11.11s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Shutdown handler de-registered
bbchicago-violet-kto-ep1_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4169.60s
Shutdown handler de-registered
bbchicago-violet-kto-ep1_v1 status is now inactive due to auto deactivation removed underperforming models
bbchicago-violet-kto-ep1_v1 status is now torndown due to DeploymentManager action